Determining Crop Area Proportion Based on the Specific Sampling Method Applied

A Proportion Method for Sampling Spittlebug Populations

The Learning-Curve Sampling Method Applied to Model-Based Clustering

We examine the learning-curve sampling method, an approach for applying machinelearning algorithms to large data sets. The approach is based on the observation that the computational cost of learning a model increases as a function of the sample size of the training data, whereas the accuracy of a model has diminishing improvements as a function of sample size. Thus, the learning-curve sampling...

on the status of mixed methods research in applied linguistics

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Crop planting and type proportion method for crop acreage estimation of complex agricultural landscapes

This study presents a crop planting and type proportion (CPTP) method for crop acreage estimation of complex and diverse agricultural landscapes. CPTP has three major components: (1) Crop planting proportion (CPP), estimated with wide-swath satellite remote sensing data to completely cover the monitoring area by segmenting cropped and non-cropped areas through unsupervised classification. (2) C...

Winter wheat area estimation from MODIS-EVI time series data using the Crop Proportion Phenology Index